Expert assessment for the formation of stochastic matrices of aircrew behavior

 
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Abstract

The article presents a methodology for expert evaluation in the development of a mathematical simulation model of aircrew operations. The proposed approach enables the transformation of the target time vector representing sojourn times in the states of a Markov chain, thereby improving the accuracy of transition probability matrix optimization. The methodology accounts for the relative complexity and duration of each phase of the operational scenario, as defined in the flight operations manual.

General Information

Keywords: simulation modeling, aircrew activity model, Markov chains, expert evaluation

Journal rubric: Mathematical Modelling

OpenAlex citations: 0

OpenAlex trends: Aerospace and Aviation Technology, Human-Automation Interaction and Safety, Automotive and Human Injury Biomechanics

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Number of citations: 0

Topics

Aerospace and Aviation Technology

This cluster of papers focuses on the use of Unmanned Aerial Vehicles (UAVs) for wind estimation, dynamic soaring, aerodynamic modeling, and autonomous flight control. The research covers topics such as parameter estimation, atmospheric boundary layer observations, and the application of UAVs in meteorological studies. Additionally, the cluster explores UAV capabilities for mitigating aircraft loss of control and enhancing endurance through autonomous soaring.

Number of works: 55211  |  Total number of citations: 201847

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Human-Automation Interaction and Safety

This cluster of papers focuses on the interaction between humans and automation systems, particularly in the context of driving and autonomous vehicles. It covers topics such as trust in automation, driver distraction, mental workload, situation awareness, and user acceptance of autonomous vehicles.

Number of works: 82423  |  Total number of citations: 908452

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Automotive and Human Injury Biomechanics

This cluster of papers focuses on the biomechanics of traumatic brain injury, including the mechanical properties of brain tissue, head impact simulations, child safety seats, whiplash injury, and the effects of obesity on injury outcomes. It encompasses research on brain deformation, axonal damage, skull flexure, and the development of finite element models to simulate head impact biomechanics.

Number of works: 43006  |  Total number of citations: 285377

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Work details in OpenAlex

Article type: scientific article

DOI: https://doi.org/10.17759/mda.2025150107

Received 19.02.2025

Accepted

Published

For citation: Orishchenko, V.A. (2025). Expert assessment for the formation of stochastic matrices of aircrew behavior. Modelling and Data Analysis, 15(1), 133–144. (In Russ.). https://doi.org/10.17759/mda.2025150107

© Orishchenko V.A., 2025

License: CC BY-NC 4.0

References

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Information About the Authors

Vitaly A. Orishchenko, master’s student, researcher, faculty of information technologies, Moscow State University of Psychology and Education, Moscow, Russian Federation, ORCID: https://orcid.org/0009-0003-6696-5147, e-mail: vitalyorischenko@gmail.com

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